most citedCMBFSCNN: Cosmic Microwave Background Polarization Foreground Subtraction with Convolutional Neural Network

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astro-ph.CO2025

Foreground Removal in Ground-Based CMB Observations Using a Transformer Model

Ye-Peng Yan, Si-Yu Li, Yang Liu +2

We present a novel method for Cosmic Microwave Background (CMB) foreground removal based on deep learning techniques. This method employs a Transformer model, referred to as \textt…

astro-ph.CO2024★ 1 cited

CMBFSCNN: Cosmic Microwave Background Polarization Foreground Subtraction with Convolutional Neural Network

Ye-Peng Yan, Si-Yu Li, Guo-Jian Wang +2

In our previous study, we introduced a machine-learning technique, namely CMBFSCNN, for the removal of foreground contamination in cosmic microwave background (CMB) polarization da…